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RC2022
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Methods
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General
Attention
132 methods
48845 papers with code
Activation Functions
86 methods
38566 papers with code
Attention Mechanisms
86 methods
28141 papers with code
Stochastic Optimization
72 methods
29230 papers with code
Regularization
62 methods
64526 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
126 methods
6501 papers with code
Generative Models
101 methods
10395 papers with code
Image Model Blocks
93 methods
8118 papers with code
Object Detection Models
73 methods
2982 papers with code
Image Feature Extractors
63 methods
190 papers with code
See all 126 categories
Natural Language Processing
Language Models
141 methods
50650 papers with code
Transformers
95 methods
43182 papers with code
Word Embeddings
21 methods
919 papers with code
Sentence Embeddings
8 methods
223 papers with code
Attention Patterns
8 methods
4048 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1763 papers with code
Off-Policy TD Control
17 methods
1985 papers with code
Reinforcement Learning Frameworks
13 methods
310 papers with code
Q-Learning Networks
11 methods
643 papers with code
Heuristic Search Algorithms
9 methods
440 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
398 papers with code
Audio Model Blocks
14 methods
81 papers with code
Text-to-Speech Models
12 methods
143 papers with code
Speech Separation Models
6 methods
46 papers with code
Speech Recognition
4 methods
43 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
9557 papers with code
Sequence To Sequence Models
23 methods
3079 papers with code
Time Series Analysis
12 methods
923 papers with code
Temporal Convolutions
8 methods
279 papers with code
Bidirectional Recurrent Neural Networks
6 methods
775 papers with code
See all 11 categories
Graphs
Graph Models
66 methods
2472 papers with code
Graph Embeddings
44 methods
1296 papers with code
Graph Representation Learning
17 methods
9407 papers with code
Graph Data Augmentation
2 methods
1 papers with code
